"We will seek further custody of the players in the court as we need to interrogate them further," a senior police officer told AFP on condition of anonymity.
The officer said that 11 bookmakers who have been arrested as part of the same inquiry would also appear in the court in New Delhi's Saket.
Sreesanth, who has played 27 Tests for India, is alleged to have been paid Rs. 4 million to give away 14 runs in an over in a match against Kings XI Punjab on May 9.
Investigators seized Rs. 20 lakh stashed in a cricket kit bag and hidden at a house belonging to a relative of Chandila in Haryana.
Police behind the arrests say the trio were acting under orders from international crime syndicates but were well aware of the rewards if they could manipulate events on the field throughout the cricket-mad region.
The Rajasthan Royals Monday suspended the contracts of the three players and promised to cooperate fully with the authorities in their investigation.
"The franchise is in daily contact with the police authorities in Delhi, Jaipur and Mumbai for providing any cooperation or information that they might require," it said in a statement.